The graph represents a network of 1,458 Twitter users whose tweets in the requested range contained "iot bigdata", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 22 June 2022 at 11:47 UTC.
The requested start date was Wednesday, 22 June 2022 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 2-day, 1-hour, 15-minute period from Sunday, 19 June 2022 at 22:45 UTC to Wednesday, 22 June 2022 at 00:00 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
The graph is directed.
The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Author Description
Vertices : 1458
Unique Edges : 1093
Edges With Duplicates : 14439
Total Edges : 15532
Number of Edge Types : 5
Retweet : 6467
MentionsInRetweet : 7358
Tweet : 1288
Mentions : 399
Replies to : 20
Self-Loops : 1404
Reciprocated Vertex Pair Ratio : 0.00726846424384525
Reciprocated Edge Ratio : 0.0144320297951583
Connected Components : 51
Single-Vertex Connected Components : 38
Maximum Vertices in a Connected Component : 1394
Maximum Edges in a Connected Component : 15445
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.481512
Graph Density : 0.00202230752066793
Modularity : 0.164538
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,458 Twitter users whose tweets in the requested range contained "iot bigdata", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 22 June 2022 at 11:47 UTC.
The requested start date was Wednesday, 22 June 2022 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 2-day, 1-hour, 15-minute period from Sunday, 19 June 2022 at 22:45 UTC to Wednesday, 22 June 2022 at 00:00 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : iot bigdata
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[3747] #bigdata,#analytics [2831] #iot,#iiot [2257] #analytics,#datascience [1827] #datascience,#ai [1751] #machinelearning,#datascience [1665] #ai,#machinelearning [1615] #python,#rstats [1603] #machinelearning,#iot [1387] #iiot,#python [1246] #cybersecurity,#bigdata Top Word Pairs in Tweet in G1:
[706] #bigdata,#analytics [440] #machinelearning,#datascience [413] #iot,#iiot [334] #analytics,#datascience [299] #cybersecurity,#bigdata [278] #analytics,#ai [273] #python,#rstats [271] #iiot,#python [266] #ai,#machinelearning [254] #datascience,#ai Top Word Pairs in Tweet in G2:
[1487] #bigdata,#analytics [1026] #iot,#iiot [929] #machinelearning,#datascience [871] #analytics,#datascience [709] #datascience,#ai [606] #python,#rstats [590] #ai,#machinelearning [579] #machinelearning,#iot [562] hey,devs [562] devs,take Top Word Pairs in Tweet in G3:
[665] #bigdata,#analytics [623] #iot,#iiot [603] #analytics,#datascience [484] #datascience,#ai [451] #ai,#machinelearning [438] #machinelearning,#iot [328] #python,#rstats [240] #iiot,#pytorch [232] #pytorch,#python [194] #iiot,#python Top Word Pairs in Tweet in G4:
[77] #bigdata,#analytics [72] #machinelearning,#ai [72] #ai,#iot [67] #iot,#iiot [66] #ai,#python [58] #datascience,#bigdata [54] #python,#datascience [53] #bigdata,#deeplearning [53] #deeplearning,#iot [52] #analytics,#datascience Top Word Pairs in Tweet in G5:
[312] #bigdata,#analytics [236] #cybersecurity,#bigdata [206] #analytics,#ai [188] #ai,#iiot [186] #iiot,#python [182] #machinelearning,#datascience [175] #sql,#cybersecurity [174] #datascience,#sql [157] #python,#rstats [147] #iot,#iiot Top Word Pairs in Tweet in G6:
[239] #iot,#iiot [160] #ai,#iot [154] #iiot,#cx [152] #bigdata,#analytics [147] #cx,#machinelearning [135] #machinelearning,#selfdrivingcars [120] #selfdrivingcars,#fashiontech [114] #fashiontech,#smartcity [81] #python,#rstats [80] #analytics,#datascience Top Word Pairs in Tweet in G7:
[109] #bigdata,#analytics [99] #iot,#iiot [93] #analytics,#datascience [80] #ai,#machinelearning [79] #datascience,#ai [79] #machinelearning,#iot [69] #python,#bigdata [65] roadmap,ds [65] ds,ai [65] #iiot,#rstats Top Word Pairs in Tweet in G8:
[206] #bigdata,#analytics [190] #iot,#iiot [105] #python,#bigdata [102] #analytics,#ai [99] #analytics,#datascience [92] #machinelearning,#iot [90] #datascience,#ai [88] #python,#rstats [79] #ai,#iot [74] #bigdata,#ai Top Word Pairs in Tweet in G9:
[6] #bigdata,#analytics [5] #analytics,#datascience [5] #datascience,#ai [5] security,system [5] system,deploys [5] deploys,drone [5] drone,senses [5] senses,intruders [5] intruders,#sosstse [5] #sosstse,#operationbreathefreshcleanair Top Word Pairs in Tweet in G10:
[23] #iot,#iiot [18] #bigdata,#analytics [16] #machinelearning,#iot [15] #analytics,#datascience [15] #datascience,#ai [15] #ai,#machinelearning [12] #infographic,#python [12] #python,starter [12] starter,pack [12] pack,ingliguori Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G8:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
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Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: